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cvg / GeoCalib

GeoCalib: Learning Single-image Calibration with Geometric Optimization (ECCV 2024)
Apache License 2.0
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Why Do Results Vary When I Test Locally, But Not on the Web? #13

Open Orion-sky opened 6 days ago

Orion-sky commented 6 days ago

Hello, I have a question regarding your code. When I test with the same image multiple times, I notice slight differences in the results each time. However, when I test on this webpage https://veichta-geocalib.hf.space/, I don’t observe the same issue. Could you help explain why this happens? image

veichta commented 4 days ago

Our decoder uses the Light Hamburger architecture, which can introduce slight variations during inference due to the random initialization of the bases. These variations should affect both the web-based and local inference, unless the random seeds are explicitly fixed.